Advanced Marine Craft Model Identification via Multi-Kernel Weighted Least Square Support Vector Machine and Characteristic Model Techniques

Advanced Marine Craft Model Identification via Multi-Kernel Weighted Least Square Support Vector Machine and Characteristic Model Techniques

This paper combines the piecewise Cubic Hermite (CH) interpolation algorithm and the weighted least square support vector machine (WLS-SVM) to improve identification accuracy for marine crafts built based on the characteristic model. The characteristic model is first used to describe the heading dyn...

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Bibliographic Details
Main Authors: Tianqi Pei, Caoyang Yu, Yiming Zhong, Junjun Cao, Lian Lian
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Journal of Marine Science and Engineering
Subjects:
marine craft
parameter identification
weighted least square support vector machines
characteristic model
piecewise Cubic Hermite interpolation algorithm
Online Access:https://www.mdpi.com/2077-1312/11/5/1091

Internet

https://www.mdpi.com/2077-1312/11/5/1091

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